How does Julia support distributed computing at scale?

Julia uses multiple processes and message passing for distributed computing across machines.

Julia’s Distributed module allows launching multiple worker processes across CPUs or nodes. Each process has its own memory space, communicating via message passing. This avoids shared-memory contention and enables scaling to clusters. It is widely used in scientific simulations and large-scale optimization problems.